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Record W4416788529 · doi:10.1515/elen-2025-0012

Why Is Logic an Instrument? The Instrumental Interpretation of Aristotle’s Logic

2025· article· en· W4416788529 on OpenAlexaff
Ismaël Kettani

Bibliographic record

VenueElenchos · 2025
Typearticle
Languageen
FieldArts and Humanities
TopicClassical Philosophy and Thought
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsPhilosophy of logicInterpretation (philosophy)Context (archaeology)Term logicMany-valued logicComputational logicNon-classical logicDynamic logic (digital electronics)

Abstract

fetched live from OpenAlex

Abstract To this day, Aristotle’s logical works are often referred to as the Organon . It is well known that this means the ‘instrument,’ or the ‘tool.’ However, the exact arguments Aristotle’s commentators used to justify the instrumental status of logic are less known. This study provides a systematic examination of the arguments that defend the idea that logic is an instrument of philosophy rather than a part, as they are found in Alexander of Aphrodisias, Ammonius Hermiae, Philoponus, Elias, David and Olympiodorus. After analyzing these arguments, I argue that they make most sense when put into the broader context of the commentators’ conception of philosophy. Thus, I show that the debate about whether logic is an instrument or a part of philosophy is not primarily a debate about the role of logic; it is primarily a debate about what philosophy is.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.008
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.008
Threshold uncertainty score0.044

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.010
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0030.002
Science and technology studies0.0030.037
Scholarly communication0.0080.009
Open science0.0010.003
Research integrity0.0030.004
Insufficient payload (model declined to judge)0.0040.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.032
GPT teacher head0.257
Teacher spread0.226 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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